Alternatives and similar repositories for HyperFL

Users that are interested in HyperFL are comparing it to the libraries listed below

• FLAIR-THU / CreamFL
  [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
  ☆128Updated last year
• HaokunChen245 / FedDAT
  [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
  ☆64Updated 2 years ago
• HongxiaLee / FedOTP
  Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
  ☆51Updated last year
• MingzhaoYang / FedDISC
  The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)
  ☆11Updated 2 years ago
• atuannguyen / FedSR
  ☆31Updated 2 years ago
• tmlr-group / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆23Updated 2 years ago
• yuhangchen0 / FedHEAL
  CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
  ☆27Updated last year
• MediaBrain-SJTU / pFedGraph
  ☆38Updated last month
• WenkeHuang / FCCL
  TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…
  ☆109Updated 2 years ago
• visitworld123 / Twin-sight
  [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"
  ☆27Updated 8 months ago
• leondada / FedAPT
  ☆18Updated last year
• Pengxin-Guo / FedSA-LoRA
  Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
  ☆57Updated 9 months ago
• ZackZikaiXiao / FedGraB
  ☆17Updated last year
• ubc-tea / SGPT
  The official implantation of SGPT (CVPR2024)
  ☆17Updated last year
• P0werWeirdo / TagFCL
  This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.
  ☆19Updated last year
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆46Updated 2 years ago
• diaoenmao / SemiFL-Semi-Supervised-Federated-Learning-for-Unlabeled-Clients-with-Alternate-Training
  [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
  ☆42Updated 2 years ago
• imguangyu / FedCola
  Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)
  ☆20Updated 11 months ago
• pzp-dzd / FedPFT
  This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".
  ☆26Updated last year
• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆62Updated last year
• innovator-zero / FedHCA2
  [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning
  ☆34Updated 11 months ago
• PEILab-Federated-Learning / PromptFL
  PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
  ☆43Updated 2 years ago
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆43Updated 2 years ago
• WenkeHuang / MarsFL
  TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
  ☆111Updated 5 months ago
• LINs-lab / FedBR
  [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
  ☆27Updated last year
• WenkeHuang / RethinkFL
  CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
  ☆114Updated last year
• ZackZikaiXiao / FedLoGe
  ☆18Updated 6 months ago
• hukla / FedClassAvg
  ☆18Updated 3 years ago
• TsingZ0 / FedKTL
  CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…
  ☆65Updated 10 months ago
• ZFancy / SFAT
  [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
  ☆31Updated last month